Overview
Brought to you by YData
Dataset statistics
| Number of variables | 33 |
|---|---|
| Number of observations | 1673 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 431.4 KiB |
| Average record size in memory | 264.1 B |
Variable types
| Numeric | 17 |
|---|---|
| Categorical | 11 |
| Text | 5 |
Plancha has constant value " " | Constant |
Origen has constant value "Central" | Constant |
Prof_Húme has constant value " " | Constant |
sigsonia_1 has constant value " " | Constant |
CE is highly overall correlated with Cond_Seco and 5 other fields | High correlation |
Cond_Seco is highly overall correlated with CE and 5 other fields | High correlation |
Cond_seco1 is highly overall correlated with T_seco1 and 2 other fields | High correlation |
F30 is highly overall correlated with ID_TOTAL and 1 other fields | High correlation |
ID_TOTAL is highly overall correlated with F30 and 1 other fields | High correlation |
Método_de is highly overall correlated with Tipo_de_Ni | High correlation |
OBJECTID is highly overall correlated with F30 and 1 other fields | High correlation |
Observacio is highly overall correlated with sigsonia__ | High correlation |
SAL is highly overall correlated with CE and 5 other fields | High correlation |
STD_seco is highly overall correlated with CE and 5 other fields | High correlation |
Sal_seco is highly overall correlated with CE and 5 other fields | High correlation |
T_seco1 is highly overall correlated with Cond_seco1 and 2 other fields | High correlation |
Tipo_de_Ni is highly overall correlated with Método_de | High correlation |
X is highly overall correlated with CE and 5 other fields | High correlation |
Y is highly overall correlated with CE and 5 other fields | High correlation |
pH_Humedo is highly overall correlated with Cond_seco1 and 2 other fields | High correlation |
sigsonia__ is highly overall correlated with Cond_seco1 and 3 other fields | High correlation |
Condición is highly imbalanced (70.9%) | Imbalance |
Observacio is highly imbalanced (90.7%) | Imbalance |
OBJECTID is uniformly distributed | Uniform |
OBJECTID has unique values | Unique |
ID_TOTAL has unique values | Unique |
pH_seco has 138 (8.2%) zeros | Zeros |
Cond_Seco has 135 (8.1%) zeros | Zeros |
T_Seco has 161 (9.6%) zeros | Zeros |
STD_seco has 135 (8.1%) zeros | Zeros |
Sal_seco has 135 (8.1%) zeros | Zeros |
sigsonia__ has 1538 (91.9%) zeros | Zeros |
pH_Humedo has 1505 (90.0%) zeros | Zeros |
Cond_seco1 has 1505 (90.0%) zeros | Zeros |
T_seco1 has 1505 (90.0%) zeros | Zeros |
Reproduction
| Analysis started | 2026-02-24 01:55:39.740831 |
|---|---|
| Analysis finished | 2026-02-24 01:56:08.215880 |
| Duration | 28.48 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
OBJECTID
Real number (ℝ)
High correlation Uniform Unique
| Distinct | 1673 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 841.75912 |
| Minimum | 1 |
|---|---|
| Maximum | 1683 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 88.6 |
| Q1 | 423 |
| median | 841 |
| Q3 | 1259 |
| 95-th percentile | 1599.4 |
| Maximum | 1683 |
| Range | 1682 |
| Interquartile range (IQR) | 836 |
Descriptive statistics
| Standard deviation | 484.42152 |
|---|---|
| Coefficient of variation (CV) | 0.57548711 |
| Kurtosis | -1.1944351 |
| Mean | 841.75912 |
| Median Absolute Deviation (MAD) | 418 |
| Skewness | 0.005362147 |
| Sum | 1408263 |
| Variance | 234664.21 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1683 | 1 | 0.1% |
| 1 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 3 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 1667 | 1 | 0.1% |
| Other values (1663) | 1663 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 11 | 1 |
| Value | Count | Frequency (%) |
| 1683 | 1 | |
| 1682 | 1 | |
| 1681 | 1 | |
| 1680 | 1 | |
| 1679 | 1 | |
| 1678 | 1 | |
| 1677 | 1 | |
| 1676 | 1 | |
| 1675 | 1 | |
| 1674 | 1 |
ID_TOTAL
Real number (ℝ)
High correlation Unique
| Distinct | 1673 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 918.8147 |
| Minimum | 1 |
|---|---|
| Maximum | 1809 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 95.2 |
| Q1 | 490 |
| median | 917 |
| Q3 | 1353 |
| 95-th percentile | 1717.4 |
| Maximum | 1809 |
| Range | 1808 |
| Interquartile range (IQR) | 863 |
Descriptive statistics
| Standard deviation | 508.2901 |
|---|---|
| Coefficient of variation (CV) | 0.55320196 |
| Kurtosis | -1.1390615 |
| Mean | 918.8147 |
| Median Absolute Deviation (MAD) | 431 |
| Skewness | -0.01259797 |
| Sum | 1537177 |
| Variance | 258358.82 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1809 | 1 | 0.1% |
| 1 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 3 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 1791 | 1 | 0.1% |
| Other values (1663) | 1663 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 11 | 1 |
| Value | Count | Frequency (%) |
| 1809 | 1 | |
| 1808 | 1 | |
| 1807 | 1 | |
| 1806 | 1 | |
| 1805 | 1 | |
| 1804 | 1 | |
| 1803 | 1 | |
| 1802 | 1 | |
| 1801 | 1 | |
| 1800 | 1 |
ID_PROYECT
Real number (ℝ)
| Distinct | 150 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.790197 |
| Minimum | 1 |
|---|---|
| Maximum | 150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 19 |
| median | 40 |
| Q3 | 69 |
| 95-th percentile | 114.4 |
| Maximum | 150 |
| Range | 149 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 34.123907 |
|---|---|
| Coefficient of variation (CV) | 0.72929606 |
| Kurtosis | -0.20416857 |
| Mean | 46.790197 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.73482806 |
| Sum | 78280 |
| Variance | 1164.441 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 28 | 1.7% |
| 3 | 26 | 1.6% |
| 4 | 26 | 1.6% |
| 1 | 25 | 1.5% |
| 5 | 24 | 1.4% |
| 7 | 24 | 1.4% |
| 11 | 24 | 1.4% |
| 8 | 24 | 1.4% |
| 6 | 23 | 1.4% |
| 9 | 22 | 1.3% |
| Other values (140) | 1427 |
| Value | Count | Frequency (%) |
| 1 | 25 | |
| 2 | 28 | |
| 3 | 26 | |
| 4 | 26 | |
| 5 | 24 | |
| 6 | 23 | |
| 7 | 24 | |
| 8 | 24 | |
| 9 | 22 | |
| 10 | 21 |
| Value | Count | Frequency (%) |
| 150 | 1 | |
| 149 | 1 | |
| 148 | 1 | |
| 147 | 1 | |
| 146 | 1 | |
| 145 | 1 | |
| 144 | 1 | |
| 143 | 1 | |
| 142 | 1 | |
| 141 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 1673 |
Length
Histogram of lengths of the category
Common Values (Plot)
Most occurring characters
| Value | Count | Frequency (%) |
| 1673 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1673 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1673 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1673 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1673 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1673 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1673 |
No_Consecu
Real number (ℝ)
| Distinct | 55 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.588763 |
| Minimum | 1 |
|---|---|
| Maximum | 55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 11 |
| Q3 | 22 |
| 95-th percentile | 38 |
| Maximum | 55 |
| Range | 54 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 11.605535 |
|---|---|
| Coefficient of variation (CV) | 0.79551193 |
| Kurtosis | 0.14537044 |
| Mean | 14.588763 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.92596851 |
| Sum | 24407 |
| Variance | 134.68844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 102 | 6.1% |
| 2 | 101 | 6.0% |
| 3 | 89 | 5.3% |
| 4 | 85 | 5.1% |
| 5 | 76 | 4.5% |
| 6 | 73 | 4.4% |
| 7 | 68 | 4.1% |
| 8 | 66 | 3.9% |
| 9 | 65 | 3.9% |
| 10 | 58 | 3.5% |
| Other values (45) | 890 |
| Value | Count | Frequency (%) |
| 1 | 102 | |
| 2 | 101 | |
| 3 | 89 | |
| 4 | 85 | |
| 5 | 76 | |
| 6 | 73 | |
| 7 | 68 | |
| 8 | 66 | |
| 9 | 65 | |
| 10 | 58 |
| Value | Count | Frequency (%) |
| 55 | 1 | 0.1% |
| 54 | 1 | 0.1% |
| 53 | 1 | 0.1% |
| 52 | 1 | 0.1% |
| 51 | 1 | 0.1% |
| 50 | 2 | 0.1% |
| 49 | 2 | 0.1% |
| 48 | 5 | |
| 47 | 5 | |
| 46 | 4 |
Tipo_de_Ca
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
| Pozo | |
|---|---|
| Aljibe | |
| Manantial | 47 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 5.112373 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Pozo |
|---|---|
| 2nd row | Aljibe |
| 3rd row | Aljibe |
| 4th row | Aljibe |
| 5th row | Pozo |
Common Values
| Value | Count | Frequency (%) |
| Pozo | 813 | |
| Aljibe | 813 | |
| Manantial | 47 | 2.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| pozo | 813 | |
| aljibe | 813 | |
| manantial | 47 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1626 | |
| l | 860 | |
| i | 860 | |
| z | 813 | |
| P | 813 | |
| A | 813 | |
| j | 813 | |
| b | 813 | |
| e | 813 | |
| a | 141 | 1.6% |
| Other values (3) | 188 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8553 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 1626 | |
| l | 860 | |
| i | 860 | |
| z | 813 | |
| P | 813 | |
| A | 813 | |
| j | 813 | |
| b | 813 | |
| e | 813 | |
| a | 141 | 1.6% |
| Other values (3) | 188 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8553 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 1626 | |
| l | 860 | |
| i | 860 | |
| z | 813 | |
| P | 813 | |
| A | 813 | |
| j | 813 | |
| b | 813 | |
| e | 813 | |
| a | 141 | 1.6% |
| Other values (3) | 188 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8553 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 1626 | |
| l | 860 | |
| i | 860 | |
| z | 813 | |
| P | 813 | |
| A | 813 | |
| j | 813 | |
| b | 813 | |
| e | 813 | |
| a | 141 | 1.6% |
| Other values (3) | 188 | 2.2% |
Sitio
Text
| Distinct | 1219 |
|---|---|
| Distinct (%) | 72.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
Length
| Max length | 46 |
|---|---|
| Median length | 40 |
| Mean length | 10.043036 |
| Min length | 1 |
Unique
| Unique | 1111 ? |
|---|---|
| Unique (%) | 66.4% |
Sample
| 1st row | Siapana |
|---|---|
| 2nd row | Iruapaa |
| 3rd row | Kashinas |
| 4th row | Polujalii |
| 5th row | Siapana |
| Value | Count | Frequency (%) |
| finca | 215 | 8.1% |
| 154 | 5.8% | |
| la | 129 | 4.9% |
| el | 64 | 2.4% |
| comunidad | 38 | 1.4% |
| pozo | 31 | 1.2% |
| de | 31 | 1.2% |
| villa | 29 | 1.1% |
| los | 28 | 1.1% |
| las | 23 | 0.9% |
| Other values (1249) | 1899 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2820 | |
| 1463 | 8.7% | |
| i | 1183 | 7.0% |
| o | 1025 | 6.1% |
| n | 1009 | 6.0% |
| r | 917 | 5.5% |
| e | 733 | 4.4% |
| l | 633 | 3.8% |
| c | 606 | 3.6% |
| u | 604 | 3.6% |
| Other values (70) | 5809 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16802 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 2820 | |
| 1463 | 8.7% | |
| i | 1183 | 7.0% |
| o | 1025 | 6.1% |
| n | 1009 | 6.0% |
| r | 917 | 5.5% |
| e | 733 | 4.4% |
| l | 633 | 3.8% |
| c | 606 | 3.6% |
| u | 604 | 3.6% |
| Other values (70) | 5809 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16802 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 2820 | |
| 1463 | 8.7% | |
| i | 1183 | 7.0% |
| o | 1025 | 6.1% |
| n | 1009 | 6.0% |
| r | 917 | 5.5% |
| e | 733 | 4.4% |
| l | 633 | 3.8% |
| c | 606 | 3.6% |
| u | 604 | 3.6% |
| Other values (70) | 5809 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16802 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 2820 | |
| 1463 | 8.7% | |
| i | 1183 | 7.0% |
| o | 1025 | 6.1% |
| n | 1009 | 6.0% |
| r | 917 | 5.5% |
| e | 733 | 4.4% |
| l | 633 | 3.8% |
| c | 606 | 3.6% |
| u | 604 | 3.6% |
| Other values (70) | 5809 |
Origen
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
| Central |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Central |
|---|---|
| 2nd row | Central |
| 3rd row | Central |
| 4th row | Central |
| 5th row | Central |
Common Values
| Value | Count | Frequency (%) |
| Central | 1673 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| central | 1673 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 1673 | |
| e | 1673 | |
| n | 1673 | |
| t | 1673 | |
| r | 1673 | |
| a | 1673 | |
| l | 1673 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11711 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 1673 | |
| e | 1673 | |
| n | 1673 | |
| t | 1673 | |
| r | 1673 | |
| a | 1673 | |
| l | 1673 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11711 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 1673 | |
| e | 1673 | |
| n | 1673 | |
| t | 1673 | |
| r | 1673 | |
| a | 1673 | |
| l | 1673 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11711 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 1673 | |
| e | 1673 | |
| n | 1673 | |
| t | 1673 | |
| r | 1673 | |
| a | 1673 | |
| l | 1673 |
X
Real number (ℝ)
High correlation
| Distinct | 1668 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1169876 |
| Minimum | 1055701 |
|---|---|
| Maximum | 1320375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 1055701 |
|---|---|
| 5-th percentile | 1109764.8 |
| Q1 | 1134128 |
| median | 1160481.4 |
| Q3 | 1191299 |
| 95-th percentile | 1294381.5 |
| Maximum | 1320375 |
| Range | 264674 |
| Interquartile range (IQR) | 57171 |
Descriptive statistics
| Standard deviation | 51232.999 |
|---|---|
| Coefficient of variation (CV) | 0.043793529 |
| Kurtosis | 0.87372975 |
| Mean | 1169876 |
| Median Absolute Deviation (MAD) | 27998.38 |
| Skewness | 1.1147353 |
| Sum | 1.9572026 × 109 |
| Variance | 2.6248202 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1177374 | 3 | 0.2% |
| 1197457 | 2 | 0.1% |
| 1294386.809 | 2 | 0.1% |
| 1124841 | 2 | 0.1% |
| 1299085.737 | 1 | 0.1% |
| 1298371.675 | 1 | 0.1% |
| 1298003.653 | 1 | 0.1% |
| 1299536.07 | 1 | 0.1% |
| 1218411 | 1 | 0.1% |
| 1225063 | 1 | 0.1% |
| Other values (1658) | 1658 |
| Value | Count | Frequency (%) |
| 1055701 | 1 | |
| 1058434 | 1 | |
| 1059661 | 1 | |
| 1059896 | 1 | |
| 1065824 | 1 | |
| 1069055 | 1 | |
| 1073541 | 1 | |
| 1074564 | 1 | |
| 1074799 | 1 | |
| 1077675 | 1 |
| Value | Count | Frequency (%) |
| 1320375 | 1 | |
| 1318975 | 1 | |
| 1318190 | 1 | |
| 1315962 | 1 | |
| 1315939 | 1 | |
| 1314192 | 1 | |
| 1312876 | 1 | |
| 1312308 | 1 | |
| 1310445.702 | 1 | |
| 1309622 | 1 |
Y
Real number (ℝ)
High correlation
| Distinct | 1666 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1751737.4 |
| Minimum | 1646007 |
|---|---|
| Maximum | 1870665 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 1646007 |
|---|---|
| 5-th percentile | 1667749.6 |
| Q1 | 1729621.4 |
| median | 1755844 |
| Q3 | 1778759.2 |
| 95-th percentile | 1843099.8 |
| Maximum | 1870665 |
| Range | 224658 |
| Interquartile range (IQR) | 49137.714 |
Descriptive statistics
| Standard deviation | 47889.209 |
|---|---|
| Coefficient of variation (CV) | 0.02733812 |
| Kurtosis | -0.25663857 |
| Mean | 1751737.4 |
| Median Absolute Deviation (MAD) | 25008 |
| Skewness | 0.0085494095 |
| Sum | 2.9306567 × 109 |
| Variance | 2.2933763 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1779724 | 2 | 0.1% |
| 1834680.992 | 2 | 0.1% |
| 1788127 | 2 | 0.1% |
| 1758313 | 2 | 0.1% |
| 1787531.686 | 2 | 0.1% |
| 1736801 | 2 | 0.1% |
| 1844852 | 2 | 0.1% |
| 1765831 | 1 | 0.1% |
| 1720222 | 1 | 0.1% |
| 1769174 | 1 | 0.1% |
| Other values (1656) | 1656 |
| Value | Count | Frequency (%) |
| 1646007 | 1 | |
| 1646601 | 1 | |
| 1646648 | 1 | |
| 1647129 | 1 | |
| 1647612 | 1 | |
| 1647823 | 1 | |
| 1649442 | 1 | |
| 1650340 | 1 | |
| 1651483 | 1 | |
| 1651611 | 1 |
| Value | Count | Frequency (%) |
| 1870665 | 1 | |
| 1869611 | 1 | |
| 1868440 | 1 | |
| 1868357 | 1 | |
| 1868225 | 1 | |
| 1865508 | 1 | |
| 1861367 | 1 | |
| 1860211 | 1 | |
| 1860028 | 1 | |
| 1858655 | 1 |
Uso_del_Su
Categorical
| Distinct | 43 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
| Forestal | |
|---|---|
| Ganaderia | |
| Ganadería | |
| Forestal - Ganaderia | |
| Other values (38) |
Length
| Max length | 34 |
|---|---|
| Median length | 33 |
| Mean length | 8.427376 |
| Min length | 1 |
Unique
| Unique | 17 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| Forestal | 641 | |
| 285 | ||
| Ganaderia | 219 | 13.1% |
| Ganadería | 171 | 10.2% |
| Forestal - Ganaderia | 70 | 4.2% |
| Agricultura | 60 | 3.6% |
| Urbano | 41 | 2.5% |
| Rancheria | 38 | 2.3% |
| ganaderia | 18 | 1.1% |
| Gananderia y Rancheria | 13 | 0.8% |
| Other values (33) | 117 | 7.0% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| forestal | 731 | |
| ganaderia | 380 | |
| ganadería | 171 | 10.1% |
| agricultura | 98 | 5.8% |
| 94 | 5.5% | |
| rancheria | 77 | 4.5% |
| y | 56 | 3.3% |
| urbano | 43 | 2.5% |
| gananderia | 13 | 0.8% |
| industrial | 9 | 0.5% |
| Other values (12) | 29 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2781 | |
| r | 1653 | |
| e | 1401 | |
| t | 851 | 6.0% |
| l | 850 | 6.0% |
| o | 795 | 5.6% |
| s | 749 | 5.3% |
| F | 737 | 5.2% |
| n | 724 | 5.1% |
| i | 591 | 4.2% |
| Other values (20) | 2967 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14099 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 2781 | |
| r | 1653 | |
| e | 1401 | |
| t | 851 | 6.0% |
| l | 850 | 6.0% |
| o | 795 | 5.6% |
| s | 749 | 5.3% |
| F | 737 | 5.2% |
| n | 724 | 5.1% |
| i | 591 | 4.2% |
| Other values (20) | 2967 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14099 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 2781 | |
| r | 1653 | |
| e | 1401 | |
| t | 851 | 6.0% |
| l | 850 | 6.0% |
| o | 795 | 5.6% |
| s | 749 | 5.3% |
| F | 737 | 5.2% |
| n | 724 | 5.1% |
| i | 591 | 4.2% |
| Other values (20) | 2967 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14099 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 2781 | |
| r | 1653 | |
| e | 1401 | |
| t | 851 | 6.0% |
| l | 850 | 6.0% |
| o | 795 | 5.6% |
| s | 749 | 5.3% |
| F | 737 | 5.2% |
| n | 724 | 5.1% |
| i | 591 | 4.2% |
| Other values (20) | 2967 |
Condición
Categorical
Imbalance
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
| Productivo | |
|---|---|
| Reserva | 93 |
| Abandonado | 50 |
| En construcción | 4 |
| Other values (8) | 11 |
Length
| Max length | 25 |
|---|---|
| Median length | 10 |
| Mean length | 8.881052 |
| Min length | 1 |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| Productivo | 1335 | |
| 180 | 10.8% | |
| Reserva | 93 | 5.6% |
| Abandonado | 50 | 3.0% |
| En construcción | 4 | 0.2% |
| reserva | 3 | 0.2% |
| abandonado | 2 | 0.1% |
| productivo | 1 | 0.1% |
| En adecuación | 1 | 0.1% |
| Nuevo | 1 | 0.1% |
| Other values (3) | 3 | 0.2% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| productivo | 1336 | |
| reserva | 98 | 6.5% |
| abandonado | 53 | 3.5% |
| en | 5 | 0.3% |
| construcción | 4 | 0.3% |
| adecuación | 1 | 0.1% |
| nuevo | 1 | 0.1% |
| seco | 1 | 0.1% |
| recien | 1 | 0.1% |
| construido | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 2786 | |
| d | 1444 | |
| r | 1442 | |
| v | 1435 | |
| c | 1352 | |
| i | 1343 | |
| u | 1343 | |
| t | 1341 | |
| P | 1335 | |
| a | 208 | 1.4% |
| Other values (15) | 829 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14858 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 2786 | |
| d | 1444 | |
| r | 1442 | |
| v | 1435 | |
| c | 1352 | |
| i | 1343 | |
| u | 1343 | |
| t | 1341 | |
| P | 1335 | |
| a | 208 | 1.4% |
| Other values (15) | 829 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14858 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 2786 | |
| d | 1444 | |
| r | 1442 | |
| v | 1435 | |
| c | 1352 | |
| i | 1343 | |
| u | 1343 | |
| t | 1341 | |
| P | 1335 | |
| a | 208 | 1.4% |
| Other values (15) | 829 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14858 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 2786 | |
| d | 1444 | |
| r | 1442 | |
| v | 1435 | |
| c | 1352 | |
| i | 1343 | |
| u | 1343 | |
| t | 1341 | |
| P | 1335 | |
| a | 208 | 1.4% |
| Other values (15) | 829 | 5.6% |
Prof_Pozo
Text
| Distinct | 130 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 1 |
| Mean length | 1.3102212 |
| Min length | 1 |
Unique
| Unique | 81 ? |
|---|---|
| Unique (%) | 4.8% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
| Value | Count | Frequency (%) |
| 150 | 23 | 7.6% |
| 70 | 15 | 4.9% |
| 60 | 14 | 4.6% |
| 100 | 10 | 3.3% |
| 160 | 9 | 3.0% |
| 30 | 9 | 3.0% |
| 80 | 9 | 3.0% |
| 120 | 8 | 2.6% |
| 140 | 8 | 2.6% |
| 36 | 8 | 2.6% |
| Other values (113) | 191 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1375 | ||
| 0 | 207 | 9.4% |
| 1 | 148 | 6.8% |
| 5 | 78 | 3.6% |
| 6 | 65 | 3.0% |
| 3 | 64 | 2.9% |
| 2 | 64 | 2.9% |
| 7 | 44 | 2.0% |
| 4 | 40 | 1.8% |
| 8 | 39 | 1.8% |
| Other values (6) | 68 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2192 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1375 | ||
| 0 | 207 | 9.4% |
| 1 | 148 | 6.8% |
| 5 | 78 | 3.6% |
| 6 | 65 | 3.0% |
| 3 | 64 | 2.9% |
| 2 | 64 | 2.9% |
| 7 | 44 | 2.0% |
| 4 | 40 | 1.8% |
| 8 | 39 | 1.8% |
| Other values (6) | 68 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2192 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1375 | ||
| 0 | 207 | 9.4% |
| 1 | 148 | 6.8% |
| 5 | 78 | 3.6% |
| 6 | 65 | 3.0% |
| 3 | 64 | 2.9% |
| 2 | 64 | 2.9% |
| 7 | 44 | 2.0% |
| 4 | 40 | 1.8% |
| 8 | 39 | 1.8% |
| Other values (6) | 68 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2192 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1375 | ||
| 0 | 207 | 9.4% |
| 1 | 148 | 6.8% |
| 5 | 78 | 3.6% |
| 6 | 65 | 3.0% |
| 3 | 64 | 2.9% |
| 2 | 64 | 2.9% |
| 7 | 44 | 2.0% |
| 4 | 40 | 1.8% |
| 8 | 39 | 1.8% |
| Other values (6) | 68 | 3.1% |
Tipo_de_Ni
Categorical
High correlation
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
| Estático | |
|---|---|
| Estatico | |
| - | 67 |
| Dinámico | 31 |
| Other values (3) | 19 |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 5.6066946 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| Estático | 885 | |
| 505 | ||
| Estatico | 166 | 9.9% |
| - | 67 | 4.0% |
| Dinámico | 31 | 1.9% |
| estático | 15 | 0.9% |
| Dinamico | 2 | 0.1% |
| Estimado | 2 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| estático | 900 | |
| estatico | 166 | 14.2% |
| 67 | 5.7% | |
| dinámico | 31 | 2.7% |
| dinamico | 2 | 0.2% |
| estimado | 2 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 2134 | |
| i | 1134 | |
| o | 1101 | |
| c | 1099 | |
| s | 1068 | |
| E | 1053 | |
| á | 931 | |
| 505 | 5.4% | |
| a | 170 | 1.8% |
| - | 67 | 0.7% |
| Other values (5) | 118 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9380 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 2134 | |
| i | 1134 | |
| o | 1101 | |
| c | 1099 | |
| s | 1068 | |
| E | 1053 | |
| á | 931 | |
| 505 | 5.4% | |
| a | 170 | 1.8% |
| - | 67 | 0.7% |
| Other values (5) | 118 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9380 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 2134 | |
| i | 1134 | |
| o | 1101 | |
| c | 1099 | |
| s | 1068 | |
| E | 1053 | |
| á | 931 | |
| 505 | 5.4% | |
| a | 170 | 1.8% |
| - | 67 | 0.7% |
| Other values (5) | 118 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9380 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 2134 | |
| i | 1134 | |
| o | 1101 | |
| c | 1099 | |
| s | 1068 | |
| E | 1053 | |
| á | 931 | |
| 505 | 5.4% | |
| a | 170 | 1.8% |
| - | 67 | 0.7% |
| Other values (5) | 118 | 1.3% |
Método_de
Categorical
High correlation
| Distinct | 18 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
| Sonda Eléctrica | |
|---|---|
| Sonda eléctrica | |
| Sonda Electrica | |
| - | |
| Other values (13) |
Length
| Max length | 19 |
|---|---|
| Median length | 15 |
| Mean length | 8.8977884 |
| Min length | 1 |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 623 | ||
| Sonda Eléctrica | 513 | |
| Sonda eléctrica | 190 | 11.4% |
| Sonda Electrica | 160 | 9.6% |
| - | 67 | 4.0% |
| Estimado | 49 | 2.9% |
| Sonda Eléctrico | 24 | 1.4% |
| sonda | 15 | 0.9% |
| Sonda Eelctrica | 11 | 0.7% |
| Reportado | 8 | 0.5% |
| Other values (8) | 13 | 0.8% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| sonda | 920 | |
| eléctrica | 704 | |
| electrica | 163 | 8.3% |
| 68 | 3.5% | |
| estimado | 50 | 2.5% |
| eléctrico | 24 | 1.2% |
| eelctrica | 11 | 0.6% |
| reportado | 8 | 0.4% |
| cinta | 4 | 0.2% |
| métrica | 3 | 0.2% |
| Other values (5) | 6 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1869 | |
| c | 1815 | |
| 1534 | ||
| o | 1013 | 6.8% |
| d | 979 | 6.6% |
| t | 970 | 6.5% |
| i | 964 | 6.5% |
| n | 928 | 6.2% |
| r | 918 | 6.2% |
| l | 905 | 6.1% |
| Other values (15) | 2991 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14886 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1869 | |
| c | 1815 | |
| 1534 | ||
| o | 1013 | 6.8% |
| d | 979 | 6.6% |
| t | 970 | 6.5% |
| i | 964 | 6.5% |
| n | 928 | 6.2% |
| r | 918 | 6.2% |
| l | 905 | 6.1% |
| Other values (15) | 2991 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14886 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1869 | |
| c | 1815 | |
| 1534 | ||
| o | 1013 | 6.8% |
| d | 979 | 6.6% |
| t | 970 | 6.5% |
| i | 964 | 6.5% |
| n | 928 | 6.2% |
| r | 918 | 6.2% |
| l | 905 | 6.1% |
| Other values (15) | 2991 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14886 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1869 | |
| c | 1815 | |
| 1534 | ||
| o | 1013 | 6.8% |
| d | 979 | 6.6% |
| t | 970 | 6.5% |
| i | 964 | 6.5% |
| n | 928 | 6.2% |
| r | 918 | 6.2% |
| l | 905 | 6.1% |
| Other values (15) | 2991 |
Prof_Seco
Text
| Distinct | 789 |
|---|---|
| Distinct (%) | 47.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 8 |
| Mean length | 2.8750747 |
| Min length | 1 |
Unique
| Unique | 631 ? |
|---|---|
| Unique (%) | 37.7% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
| Value | Count | Frequency (%) |
| 67 | 6.0% | |
| 3 | 16 | 1.4% |
| saltante | 10 | 0.9% |
| 4 | 8 | 0.7% |
| 6 | 8 | 0.7% |
| 5 | 7 | 0.6% |
| 10 | 6 | 0.5% |
| 9 | 6 | 0.5% |
| 12 | 6 | 0.5% |
| 18 | 5 | 0.4% |
| Other values (779) | 980 |
Most occurring characters
| Value | Count | Frequency (%) |
| , | 927 | |
| 1 | 602 | |
| 559 | ||
| 2 | 457 | |
| 3 | 321 | 6.7% |
| 4 | 318 | 6.6% |
| 5 | 312 | 6.5% |
| 6 | 264 | 5.5% |
| 7 | 259 | 5.4% |
| 8 | 254 | 5.3% |
| Other values (12) | 537 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4810 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| , | 927 | |
| 1 | 602 | |
| 559 | ||
| 2 | 457 | |
| 3 | 321 | 6.7% |
| 4 | 318 | 6.6% |
| 5 | 312 | 6.5% |
| 6 | 264 | 5.5% |
| 7 | 259 | 5.4% |
| 8 | 254 | 5.3% |
| Other values (12) | 537 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4810 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| , | 927 | |
| 1 | 602 | |
| 559 | ||
| 2 | 457 | |
| 3 | 321 | 6.7% |
| 4 | 318 | 6.6% |
| 5 | 312 | 6.5% |
| 6 | 264 | 5.5% |
| 7 | 259 | 5.4% |
| 8 | 254 | 5.3% |
| Other values (12) | 537 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4810 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| , | 927 | |
| 1 | 602 | |
| 559 | ||
| 2 | 457 | |
| 3 | 321 | 6.7% |
| 4 | 318 | 6.6% |
| 5 | 312 | 6.5% |
| 6 | 264 | 5.5% |
| 7 | 259 | 5.4% |
| 8 | 254 | 5.3% |
| Other values (12) | 537 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 1673 |
Length
Histogram of lengths of the category
Common Values (Plot)
Most occurring characters
| Value | Count | Frequency (%) |
| 1673 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1673 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1673 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1673 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1673 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1673 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1673 |
Observacio
Categorical
High correlation Imbalance
| Distinct | 23 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
| No se puede medir | 44 |
|---|---|
| Se desconoce Pozorofundidad | 8 |
| No cuenta con tuberia Pozoara toma de niveles | 6 |
| No se puede medir niveles, ya que no tiene tuberia para introducir la sonda | 3 |
| Other values (18) | 21 |
Length
| Max length | 164 |
|---|---|
| Median length | 1 |
| Mean length | 2.5248057 |
| Min length | 1 |
Unique
| Unique | 15 ? |
|---|---|
| Unique (%) | 0.9% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 1591 | ||
| No se puede medir | 44 | 2.6% |
| Se desconoce Pozorofundidad | 8 | 0.5% |
| No cuenta con tuberia Pozoara toma de niveles | 6 | 0.4% |
| No se puede medir niveles, ya que no tiene tuberia para introducir la sonda | 3 | 0.2% |
| No se puede medir nivel, porque la platina no lo permite | 2 | 0.1% |
| No se pudo medir | 2 | 0.1% |
| No se puede medir nivel estático porque el pozo esta totalmente sellado | 2 | 0.1% |
| No se midio estático porque porque el pozo tiene la boca sellada con una bomba manual, anteriormente se explotaba con molino de viento y ahora con bomba sumergible | 1 | 0.1% |
| No se pudo medir nivel del agua | 1 | 0.1% |
| Other values (13) | 13 | 0.8% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| no | 76 | |
| se | 72 | 14.1% |
| medir | 60 | 11.8% |
| puede | 51 | 10.0% |
| de | 14 | 2.7% |
| nivel | 13 | 2.5% |
| la | 12 | 2.4% |
| tuberia | 12 | 2.4% |
| niveles | 10 | 2.0% |
| con | 10 | 2.0% |
| Other values (77) | 180 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2020 | ||
| e | 404 | 9.6% |
| o | 230 | 5.4% |
| d | 191 | 4.5% |
| i | 147 | 3.5% |
| a | 144 | 3.4% |
| r | 130 | 3.1% |
| s | 115 | 2.7% |
| u | 111 | 2.6% |
| n | 107 | 2.5% |
| Other values (33) | 625 | 14.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4224 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2020 | ||
| e | 404 | 9.6% |
| o | 230 | 5.4% |
| d | 191 | 4.5% |
| i | 147 | 3.5% |
| a | 144 | 3.4% |
| r | 130 | 3.1% |
| s | 115 | 2.7% |
| u | 111 | 2.6% |
| n | 107 | 2.5% |
| Other values (33) | 625 | 14.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4224 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2020 | ||
| e | 404 | 9.6% |
| o | 230 | 5.4% |
| d | 191 | 4.5% |
| i | 147 | 3.5% |
| a | 144 | 3.4% |
| r | 130 | 3.1% |
| s | 115 | 2.7% |
| u | 111 | 2.6% |
| n | 107 | 2.5% |
| Other values (33) | 625 | 14.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4224 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2020 | ||
| e | 404 | 9.6% |
| o | 230 | 5.4% |
| d | 191 | 4.5% |
| i | 147 | 3.5% |
| a | 144 | 3.4% |
| r | 130 | 3.1% |
| s | 115 | 2.7% |
| u | 111 | 2.6% |
| n | 107 | 2.5% |
| Other values (33) | 625 | 14.8% |
pH_seco
Real number (ℝ)
Zeros
| Distinct | 237 |
|---|---|
| Distinct (%) | 14.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7342977 |
| Minimum | 0 |
|---|---|
| Maximum | 9.56 |
| Zeros | 138 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6.94 |
| median | 7.26 |
| Q3 | 7.61 |
| 95-th percentile | 8.124 |
| Maximum | 9.56 |
| Range | 9.56 |
| Interquartile range (IQR) | 0.67 |
Descriptive statistics
| Standard deviation | 2.0748129 |
|---|---|
| Coefficient of variation (CV) | 0.30809641 |
| Kurtosis | 6.2351945 |
| Mean | 6.7342977 |
| Median Absolute Deviation (MAD) | 0.34 |
| Skewness | -2.7581763 |
| Sum | 11266.48 |
| Variance | 4.3048487 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 138 | 8.2% |
| 7.26 | 25 | 1.5% |
| 7.56 | 21 | 1.3% |
| 6.95 | 19 | 1.1% |
| 7.3 | 18 | 1.1% |
| 7.24 | 17 | 1.0% |
| 7.36 | 17 | 1.0% |
| 7.13 | 17 | 1.0% |
| 7.17 | 17 | 1.0% |
| 7.35 | 16 | 1.0% |
| Other values (227) | 1368 |
| Value | Count | Frequency (%) |
| 0 | 138 | |
| 4.19 | 1 | 0.1% |
| 4.95 | 1 | 0.1% |
| 5.35 | 1 | 0.1% |
| 5.41 | 1 | 0.1% |
| 5.53 | 1 | 0.1% |
| 5.56 | 1 | 0.1% |
| 5.61 | 1 | 0.1% |
| 5.73 | 1 | 0.1% |
| 5.88 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 9.56 | 1 | 0.1% |
| 9.49 | 1 | 0.1% |
| 9.47 | 2 | |
| 8.86 | 1 | 0.1% |
| 8.74 | 1 | 0.1% |
| 8.72 | 3 | |
| 8.59 | 1 | 0.1% |
| 8.57 | 1 | 0.1% |
| 8.53 | 1 | 0.1% |
| 8.52 | 1 | 0.1% |
Cond_Seco
Real number (ℝ)
High correlation Zeros
| Distinct | 1387 |
|---|---|
| Distinct (%) | 82.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2914.2934 |
| Minimum | 0 |
|---|---|
| Maximum | 59830 |
| Zeros | 135 |
| Zeros (%) | 8.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 831.5 |
| median | 1542 |
| Q3 | 3223 |
| 95-th percentile | 9665 |
| Maximum | 59830 |
| Range | 59830 |
| Interquartile range (IQR) | 2391.5 |
Descriptive statistics
| Standard deviation | 4529.7646 |
|---|---|
| Coefficient of variation (CV) | 1.5543269 |
| Kurtosis | 43.323775 |
| Mean | 2914.2934 |
| Median Absolute Deviation (MAD) | 913.8 |
| Skewness | 5.4194459 |
| Sum | 4875612.8 |
| Variance | 20518767 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 135 | 8.1% |
| 1006 | 5 | 0.3% |
| 1101 | 4 | 0.2% |
| 1137 | 3 | 0.2% |
| 1148 | 3 | 0.2% |
| 1240 | 3 | 0.2% |
| 2546 | 3 | 0.2% |
| 1316 | 3 | 0.2% |
| 1218 | 3 | 0.2% |
| 1409 | 3 | 0.2% |
| Other values (1377) | 1508 |
| Value | Count | Frequency (%) |
| 0 | 135 | |
| 58.31 | 1 | 0.1% |
| 68.43 | 1 | 0.1% |
| 104.5 | 1 | 0.1% |
| 131.4 | 1 | 0.1% |
| 155.7 | 1 | 0.1% |
| 172.5 | 1 | 0.1% |
| 173.7 | 1 | 0.1% |
| 177.4 | 1 | 0.1% |
| 221.3 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 59830 | 1 | |
| 51260 | 1 | |
| 47700 | 1 | |
| 41490 | 1 | |
| 38850 | 1 | |
| 36830 | 1 | |
| 36050 | 1 | |
| 35440 | 1 | |
| 33330 | 1 | |
| 33030 | 1 |
T_Seco
Real number (ℝ)
Zeros
| Distinct | 106 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.917215 |
| Minimum | 0 |
|---|---|
| Maximum | 41.4 |
| Zeros | 161 |
| Zeros (%) | 9.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 29.1 |
| median | 30.9 |
| Q3 | 32.3 |
| 95-th percentile | 33.7 |
| Maximum | 41.4 |
| Range | 41.4 |
| Interquartile range (IQR) | 3.2 |
Descriptive statistics
| Standard deviation | 9.3437037 |
|---|---|
| Coefficient of variation (CV) | 0.33469327 |
| Kurtosis | 4.7370061 |
| Mean | 27.917215 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | -2.5043396 |
| Sum | 46705.5 |
| Variance | 87.304799 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 161 | 9.6% |
| 25 | 60 | 3.6% |
| 32.4 | 39 | 2.3% |
| 30.7 | 39 | 2.3% |
| 31.2 | 38 | 2.3% |
| 31.1 | 37 | 2.2% |
| 32.6 | 36 | 2.2% |
| 30.3 | 36 | 2.2% |
| 31.8 | 35 | 2.1% |
| 32.3 | 35 | 2.1% |
| Other values (96) | 1157 |
| Value | Count | Frequency (%) |
| 0 | 161 | |
| 20.2 | 2 | 0.1% |
| 21.9 | 1 | 0.1% |
| 22.8 | 1 | 0.1% |
| 24.5 | 1 | 0.1% |
| 25 | 60 | 3.6% |
| 25.4 | 2 | 0.1% |
| 25.5 | 1 | 0.1% |
| 25.7 | 1 | 0.1% |
| 26.3 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 41.4 | 1 | 0.1% |
| 38.7 | 1 | 0.1% |
| 37.6 | 2 | |
| 37 | 1 | 0.1% |
| 36.8 | 1 | 0.1% |
| 36.6 | 1 | 0.1% |
| 36.1 | 2 | |
| 35.5 | 1 | 0.1% |
| 35.4 | 3 | |
| 35.3 | 1 | 0.1% |
STD_seco
Real number (ℝ)
High correlation Zeros
| Distinct | 1437 |
|---|---|
| Distinct (%) | 85.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1431.7049 |
| Minimum | 0 |
|---|---|
| Maximum | 29320 |
| Zeros | 135 |
| Zeros (%) | 8.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 405.7 |
| median | 751.4 |
| Q3 | 1596 |
| 95-th percentile | 4941.1894 |
| Maximum | 29320 |
| Range | 29320 |
| Interquartile range (IQR) | 1190.3 |
Descriptive statistics
| Standard deviation | 2206.869 |
|---|---|
| Coefficient of variation (CV) | 1.5414273 |
| Kurtosis | 42.613753 |
| Mean | 1431.7049 |
| Median Absolute Deviation (MAD) | 448 |
| Skewness | 5.3145219 |
| Sum | 2395242.3 |
| Variance | 4870270.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 135 | 8.1% |
| 1950 | 3 | 0.2% |
| 578 | 3 | 0.2% |
| 1284 | 3 | 0.2% |
| 1044 | 3 | 0.2% |
| 268.4 | 3 | 0.2% |
| 774.9 | 2 | 0.1% |
| 1259 | 2 | 0.1% |
| 263.3 | 2 | 0.1% |
| 1240 | 2 | 0.1% |
| Other values (1427) | 1515 |
| Value | Count | Frequency (%) |
| 0 | 135 | |
| 1.016 | 1 | 0.1% |
| 1.052 | 1 | 0.1% |
| 1.255 | 1 | 0.1% |
| 2.487 | 1 | 0.1% |
| 7.54 | 1 | 0.1% |
| 29.07 | 1 | 0.1% |
| 33.37 | 1 | 0.1% |
| 51.72 | 1 | 0.1% |
| 64.87 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 29320 | 1 | |
| 25139.7744 | 1 | |
| 23370 | 1 | |
| 20330 | 1 | |
| 19030 | 1 | |
| 17670 | 1 | |
| 17370 | 1 | |
| 16330 | 1 | |
| 16190 | 1 | |
| 13760 | 1 |
Sal_seco
Real number (ℝ)
High correlation Zeros
| Distinct | 1194 |
|---|---|
| Distinct (%) | 71.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6735387 |
| Minimum | 0 |
|---|---|
| Maximum | 59.8 |
| Zeros | 135 |
| Zeros (%) | 8.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.457 |
| median | 0.832 |
| Q3 | 1.755 |
| 95-th percentile | 5.5564 |
| Maximum | 59.8 |
| Range | 59.8 |
| Interquartile range (IQR) | 1.298 |
Descriptive statistics
| Standard deviation | 3.0990628 |
|---|---|
| Coefficient of variation (CV) | 1.8518024 |
| Kurtosis | 106.95875 |
| Mean | 1.6735387 |
| Median Absolute Deviation (MAD) | 0.483 |
| Skewness | 8.2095819 |
| Sum | 2799.8302 |
| Variance | 9.6041904 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 135 | 8.1% |
| 0.357 | 6 | 0.4% |
| 0.603 | 5 | 0.3% |
| 0.398 | 5 | 0.3% |
| 0.702 | 5 | 0.3% |
| 0.415 | 4 | 0.2% |
| 0.452 | 4 | 0.2% |
| 0.464 | 4 | 0.2% |
| 0.666 | 4 | 0.2% |
| 0.708 | 4 | 0.2% |
| Other values (1184) | 1497 |
| Value | Count | Frequency (%) |
| 0 | 135 | |
| 0.085 | 1 | 0.1% |
| 0.086 | 1 | 0.1% |
| 0.089 | 1 | 0.1% |
| 0.104 | 1 | 0.1% |
| 0.117 | 1 | 0.1% |
| 0.122 | 1 | 0.1% |
| 0.135 | 1 | 0.1% |
| 0.136 | 1 | 0.1% |
| 0.137 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 59.8 | 1 | |
| 40.36 | 1 | |
| 31.13 | 1 | |
| 28.193 | 1 | |
| 26.76 | 1 | |
| 24.85 | 1 | |
| 23.47 | 1 | |
| 22.91 | 1 | |
| 22.51 | 1 | |
| 21 | 1 |
sigsonia__
Real number (ℝ)
High correlation Zeros
| Distinct | 132 |
|---|---|
| Distinct (%) | 7.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.188653 |
| Minimum | 0 |
|---|---|
| Maximum | 3445 |
| Zeros | 1538 |
| Zeros (%) | 91.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10.44746 |
| Maximum | 3445 |
| Range | 3445 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 157.47089 |
|---|---|
| Coefficient of variation (CV) | 12.919466 |
| Kurtosis | 290.26517 |
| Mean | 12.188653 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.375018 |
| Sum | 20391.617 |
| Variance | 24797.081 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1538 | |
| 5.099439 | 2 | 0.1% |
| 6.127451 | 2 | 0.1% |
| 7.446016 | 2 | 0.1% |
| 49.309665 | 2 | 0.1% |
| 17.190992 | 1 | 0.1% |
| 10.752688 | 1 | 0.1% |
| 10.058338 | 1 | 0.1% |
| 9.242144 | 1 | 0.1% |
| 9.596929 | 1 | 0.1% |
| Other values (122) | 122 | 7.3% |
| Value | Count | Frequency (%) |
| 0 | 1538 | |
| 2.008839 | 1 | 0.1% |
| 2.335357 | 1 | 0.1% |
| 2.51004 | 1 | 0.1% |
| 3.031222 | 1 | 0.1% |
| 3.224766 | 1 | 0.1% |
| 3.474635 | 1 | 0.1% |
| 3.48675 | 1 | 0.1% |
| 3.752345 | 1 | 0.1% |
| 3.868472 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 3445 | 1 | |
| 2959 | 1 | |
| 2579 | 1 | |
| 2084 | 1 | |
| 1960 | 1 | |
| 1524 | 1 | |
| 1361 | 1 | |
| 952.6 | 1 | |
| 835.5 | 1 | |
| 640.8 | 1 |
pH_Humedo
Real number (ℝ)
High correlation Zeros
| Distinct | 95 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72083682 |
| Minimum | 0 |
|---|---|
| Maximum | 8.49 |
| Zeros | 1505 |
| Zeros (%) | 90.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 7.13 |
| Maximum | 8.49 |
| Range | 8.49 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.1619913 |
|---|---|
| Coefficient of variation (CV) | 2.9992798 |
| Kurtosis | 5.2176616 |
| Mean | 0.72083682 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6785712 |
| Sum | 1205.96 |
| Variance | 4.6742065 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1505 | |
| 6.98 | 5 | 0.3% |
| 6.99 | 5 | 0.3% |
| 7.13 | 5 | 0.3% |
| 7.12 | 4 | 0.2% |
| 6.95 | 4 | 0.2% |
| 7.09 | 4 | 0.2% |
| 7.35 | 4 | 0.2% |
| 7.29 | 3 | 0.2% |
| 7.07 | 3 | 0.2% |
| Other values (85) | 131 | 7.8% |
| Value | Count | Frequency (%) |
| 0 | 1505 | |
| 4.92 | 1 | 0.1% |
| 5.98 | 1 | 0.1% |
| 6.34 | 1 | 0.1% |
| 6.44 | 1 | 0.1% |
| 6.49 | 1 | 0.1% |
| 6.56 | 2 | 0.1% |
| 6.59 | 2 | 0.1% |
| 6.62 | 2 | 0.1% |
| 6.66 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8.49 | 1 | 0.1% |
| 8.02 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 7.99 | 1 | 0.1% |
| 7.97 | 1 | 0.1% |
| 7.91 | 1 | 0.1% |
| 7.9 | 1 | 0.1% |
| 7.88 | 1 | 0.1% |
| 7.85 | 1 | 0.1% |
| 7.78 | 3 |
Cond_seco1
Real number (ℝ)
High correlation Zeros
| Distinct | 163 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 161.84088 |
| Minimum | 0 |
|---|---|
| Maximum | 10830 |
| Zeros | 1505 |
| Zeros (%) | 90.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 972.48 |
| Maximum | 10830 |
| Range | 10830 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 777.76897 |
|---|---|
| Coefficient of variation (CV) | 4.8057632 |
| Kurtosis | 87.106216 |
| Mean | 161.84088 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.3861326 |
| Sum | 270759.8 |
| Variance | 604924.57 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1505 | |
| 1620 | 2 | 0.1% |
| 1145 | 2 | 0.1% |
| 202.8 | 2 | 0.1% |
| 1632 | 2 | 0.1% |
| 1343 | 2 | 0.1% |
| 1961 | 2 | 0.1% |
| 917 | 1 | 0.1% |
| 1394 | 1 | 0.1% |
| 3100 | 1 | 0.1% |
| Other values (153) | 153 | 9.1% |
| Value | Count | Frequency (%) |
| 0 | 1505 | |
| 114.1 | 1 | 0.1% |
| 126.5 | 1 | 0.1% |
| 180.8 | 1 | 0.1% |
| 196 | 1 | 0.1% |
| 202.8 | 2 | 0.1% |
| 213.6 | 1 | 0.1% |
| 220.4 | 1 | 0.1% |
| 226.9 | 1 | 0.1% |
| 257.6 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 10830 | 1 | |
| 10001 | 1 | |
| 9780 | 1 | |
| 9530 | 1 | |
| 8260 | 1 | |
| 8170 | 1 | |
| 7120 | 1 | |
| 6630 | 1 | |
| 5430 | 1 | |
| 5010 | 1 |
T_seco1
Real number (ℝ)
High correlation Zeros
| Distinct | 64 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9624626 |
| Minimum | 0 |
|---|---|
| Maximum | 34.4 |
| Zeros | 1505 |
| Zeros (%) | 90.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 29.7 |
| Maximum | 34.4 |
| Range | 34.4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8.8953365 |
|---|---|
| Coefficient of variation (CV) | 3.0026831 |
| Kurtosis | 5.2836361 |
| Mean | 2.9624626 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6881155 |
| Sum | 4956.2 |
| Variance | 79.127011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1505 | |
| 31.5 | 8 | 0.5% |
| 30.6 | 7 | 0.4% |
| 30.7 | 6 | 0.4% |
| 28 | 6 | 0.4% |
| 28.4 | 6 | 0.4% |
| 30.2 | 6 | 0.4% |
| 30.3 | 6 | 0.4% |
| 28.6 | 5 | 0.3% |
| 28.9 | 5 | 0.3% |
| Other values (54) | 113 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 1505 | |
| 20.1 | 1 | 0.1% |
| 20.2 | 1 | 0.1% |
| 20.5 | 1 | 0.1% |
| 23.1 | 1 | 0.1% |
| 24.4 | 1 | 0.1% |
| 25.7 | 1 | 0.1% |
| 26 | 1 | 0.1% |
| 26.4 | 3 | 0.2% |
| 26.5 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 34.4 | 1 | 0.1% |
| 33.9 | 1 | 0.1% |
| 33.6 | 1 | 0.1% |
| 32.8 | 1 | 0.1% |
| 32.6 | 1 | 0.1% |
| 32.5 | 1 | 0.1% |
| 32.2 | 1 | 0.1% |
| 32.1 | 1 | 0.1% |
| 31.9 | 1 | 0.1% |
| 31.8 | 5 |
STD_Seco1
Text
| Distinct | 133 |
|---|---|
| Distinct (%) | 7.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 1 |
| Mean length | 1.3024507 |
| Min length | 1 |
Unique
| Unique | 129 ? |
|---|---|
| Unique (%) | 7.7% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
| Value | Count | Frequency (%) |
| 800,4 | 2 | 1.5% |
| 99,46 | 2 | 1.5% |
| 658,7 | 2 | 1.5% |
| 285,3 | 1 | 0.7% |
| 487,6 | 1 | 0.7% |
| 456,1 | 1 | 0.7% |
| 961,7 | 1 | 0.7% |
| 291,5 | 1 | 0.7% |
| 511 | 1 | 0.7% |
| 509,6 | 1 | 0.7% |
| Other values (122) | 122 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1538 | ||
| , | 111 | 5.1% |
| 1 | 82 | 3.8% |
| 4 | 68 | 3.1% |
| 6 | 61 | 2.8% |
| 2 | 59 | 2.7% |
| 5 | 54 | 2.5% |
| 8 | 48 | 2.2% |
| 3 | 42 | 1.9% |
| 9 | 41 | 1.9% |
| Other values (2) | 75 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2179 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1538 | ||
| , | 111 | 5.1% |
| 1 | 82 | 3.8% |
| 4 | 68 | 3.1% |
| 6 | 61 | 2.8% |
| 2 | 59 | 2.7% |
| 5 | 54 | 2.5% |
| 8 | 48 | 2.2% |
| 3 | 42 | 1.9% |
| 9 | 41 | 1.9% |
| Other values (2) | 75 | 3.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2179 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1538 | ||
| , | 111 | 5.1% |
| 1 | 82 | 3.8% |
| 4 | 68 | 3.1% |
| 6 | 61 | 2.8% |
| 2 | 59 | 2.7% |
| 5 | 54 | 2.5% |
| 8 | 48 | 2.2% |
| 3 | 42 | 1.9% |
| 9 | 41 | 1.9% |
| Other values (2) | 75 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2179 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1538 | ||
| , | 111 | 5.1% |
| 1 | 82 | 3.8% |
| 4 | 68 | 3.1% |
| 6 | 61 | 2.8% |
| 2 | 59 | 2.7% |
| 5 | 54 | 2.5% |
| 8 | 48 | 2.2% |
| 3 | 42 | 1.9% |
| 9 | 41 | 1.9% |
| Other values (2) | 75 | 3.4% |
Sal_seco_1
Text
| Distinct | 126 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 1 |
| Mean length | 1.315003 |
| Min length | 1 |
Unique
| Unique | 115 ? |
|---|---|
| Unique (%) | 6.9% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
| Value | Count | Frequency (%) |
| 1,079 | 2 | 1.5% |
| 0,324 | 2 | 1.5% |
| 0,898 | 2 | 1.5% |
| 0,112 | 2 | 1.5% |
| 0,739 | 2 | 1.5% |
| 0,203 | 2 | 1.5% |
| 0,535 | 2 | 1.5% |
| 0,19 | 2 | 1.5% |
| 0,321 | 2 | 1.5% |
| 0,57 | 2 | 1.5% |
| Other values (115) | 115 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1538 | ||
| , | 135 | 6.1% |
| 0 | 135 | 6.1% |
| 1 | 64 | 2.9% |
| 2 | 59 | 2.7% |
| 7 | 49 | 2.2% |
| 3 | 48 | 2.2% |
| 5 | 44 | 2.0% |
| 4 | 39 | 1.8% |
| 9 | 32 | 1.5% |
| Other values (2) | 57 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1538 | ||
| , | 135 | 6.1% |
| 0 | 135 | 6.1% |
| 1 | 64 | 2.9% |
| 2 | 59 | 2.7% |
| 7 | 49 | 2.2% |
| 3 | 48 | 2.2% |
| 5 | 44 | 2.0% |
| 4 | 39 | 1.8% |
| 9 | 32 | 1.5% |
| Other values (2) | 57 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1538 | ||
| , | 135 | 6.1% |
| 0 | 135 | 6.1% |
| 1 | 64 | 2.9% |
| 2 | 59 | 2.7% |
| 7 | 49 | 2.2% |
| 3 | 48 | 2.2% |
| 5 | 44 | 2.0% |
| 4 | 39 | 1.8% |
| 9 | 32 | 1.5% |
| Other values (2) | 57 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1538 | ||
| , | 135 | 6.1% |
| 0 | 135 | 6.1% |
| 1 | 64 | 2.9% |
| 2 | 59 | 2.7% |
| 7 | 49 | 2.2% |
| 3 | 48 | 2.2% |
| 5 | 44 | 2.0% |
| 4 | 39 | 1.8% |
| 9 | 32 | 1.5% |
| Other values (2) | 57 | 2.6% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 1673 |
Length
Histogram of lengths of the category
Common Values (Plot)
Most occurring characters
| Value | Count | Frequency (%) |
| 1673 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1673 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1673 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1673 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1673 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1673 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1673 |
F30
Categorical
High correlation
| Distinct | 16 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
| Diego Alejandro Ruiz Fontecha | |
|---|---|
| Jairo Veloza | |
| Julio Becerra | |
| Johanna Gutiérrez | |
| Efrén Gómez | |
| Other values (11) |
Length
| Max length | 41 |
|---|---|
| Median length | 30 |
| Mean length | 20.375971 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| Diego Alejandro Ruiz Fontecha | 603 | |
| Jairo Veloza | 332 | |
| Julio Becerra | 126 | 7.5% |
| Johanna Gutiérrez | 108 | 6.5% |
| Efrén Gómez | 106 | 6.3% |
| Germán Camargo / Efrén Gómez | 86 | 5.1% |
| Germán Camargo | 56 | 3.3% |
| Jairo Veloza - Diego Ospina -, Diego Ruiz | 56 | 3.3% |
| Joel Rivas | 53 | 3.2% |
| 48 | 2.9% | |
| Other values (6) | 99 | 5.9% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| diego | 758 | |
| ruiz | 702 | |
| alejandro | 603 | |
| fontecha | 603 | |
| jairo | 388 | |
| veloza | 388 | |
| 231 | 4.5% | |
| gómez | 194 | 3.8% |
| efrén | 194 | 3.8% |
| camargo | 147 | 2.9% |
| Other values (12) | 947 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3578 | 10.5% | |
| o | 3260 | 9.6% |
| e | 3145 | 9.2% |
| a | 2898 | 8.5% |
| i | 2228 | 6.5% |
| r | 2113 | 6.2% |
| n | 1983 | 5.8% |
| z | 1427 | 4.2% |
| l | 1172 | 3.4% |
| u | 971 | 2.8% |
| Other values (28) | 11314 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 34089 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3578 | 10.5% | |
| o | 3260 | 9.6% |
| e | 3145 | 9.2% |
| a | 2898 | 8.5% |
| i | 2228 | 6.5% |
| r | 2113 | 6.2% |
| n | 1983 | 5.8% |
| z | 1427 | 4.2% |
| l | 1172 | 3.4% |
| u | 971 | 2.8% |
| Other values (28) | 11314 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 34089 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3578 | 10.5% | |
| o | 3260 | 9.6% |
| e | 3145 | 9.2% |
| a | 2898 | 8.5% |
| i | 2228 | 6.5% |
| r | 2113 | 6.2% |
| n | 1983 | 5.8% |
| z | 1427 | 4.2% |
| l | 1172 | 3.4% |
| u | 971 | 2.8% |
| Other values (28) | 11314 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 34089 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3578 | 10.5% | |
| o | 3260 | 9.6% |
| e | 3145 | 9.2% |
| a | 2898 | 8.5% |
| i | 2228 | 6.5% |
| r | 2113 | 6.2% |
| n | 1983 | 5.8% |
| z | 1427 | 4.2% |
| l | 1172 | 3.4% |
| u | 971 | 2.8% |
| Other values (28) | 11314 |
CE
Real number (ℝ)
High correlation
| Distinct | 1494 |
|---|---|
| Distinct (%) | 89.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2998.9801 |
| Minimum | 58.31 |
|---|---|
| Maximum | 59830 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 58.31 |
|---|---|
| 5-th percentile | 464.36 |
| Q1 | 921.1 |
| median | 1616 |
| Q3 | 3256 |
| 95-th percentile | 9665 |
| Maximum | 59830 |
| Range | 59771.69 |
| Interquartile range (IQR) | 2334.9 |
Descriptive statistics
| Standard deviation | 4490.4965 |
|---|---|
| Coefficient of variation (CV) | 1.4973412 |
| Kurtosis | 44.536219 |
| Mean | 2998.9801 |
| Median Absolute Deviation (MAD) | 877.7 |
| Skewness | 5.5199764 |
| Sum | 5017293.6 |
| Variance | 20164559 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1006 | 5 | 0.3% |
| 1101 | 4 | 0.2% |
| 1911 | 3 | 0.2% |
| 1307 | 3 | 0.2% |
| 1864 | 3 | 0.2% |
| 1115 | 3 | 0.2% |
| 1447 | 3 | 0.2% |
| 1240 | 3 | 0.2% |
| 1218 | 3 | 0.2% |
| 1137 | 3 | 0.2% |
| Other values (1484) | 1640 |
| Value | Count | Frequency (%) |
| 58.31 | 1 | |
| 68.43 | 1 | |
| 104.5 | 1 | |
| 114.1 | 1 | |
| 126.5 | 1 | |
| 131.4 | 1 | |
| 155.7 | 1 | |
| 172.5 | 1 | |
| 173.7 | 1 | |
| 177.4 | 1 |
| Value | Count | Frequency (%) |
| 59830 | 1 | |
| 51260 | 1 | |
| 47700 | 1 | |
| 41490 | 1 | |
| 38850 | 1 | |
| 36830 | 1 | |
| 36050 | 1 | |
| 35440 | 1 | |
| 33330 | 1 | |
| 33030 | 1 |
SAL
Real number (ℝ)
High correlation
| Distinct | 1259 |
|---|---|
| Distinct (%) | 75.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7216967 |
| Minimum | 0.063 |
|---|---|
| Maximum | 59.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.2 KiB |
Quantile statistics
| Minimum | 0.063 |
|---|---|
| 5-th percentile | 0.2686 |
| Q1 | 0.504 |
| median | 0.88 |
| Q3 | 1.782 |
| 95-th percentile | 5.5564 |
| Maximum | 59.8 |
| Range | 59.737 |
| Interquartile range (IQR) | 1.278 |
Descriptive statistics
| Standard deviation | 3.080298 |
|---|---|
| Coefficient of variation (CV) | 1.7891061 |
| Kurtosis | 109.1349 |
| Mean | 1.7216967 |
| Median Absolute Deviation (MAD) | 0.469 |
| Skewness | 8.3215863 |
| Sum | 2880.3985 |
| Variance | 9.4882358 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.357 | 6 | 0.4% |
| 0.535 | 5 | 0.3% |
| 0.702 | 5 | 0.3% |
| 0.49 | 5 | 0.3% |
| 0.452 | 5 | 0.3% |
| 0.398 | 5 | 0.3% |
| 0.603 | 5 | 0.3% |
| 0.797 | 4 | 0.2% |
| 0.359 | 4 | 0.2% |
| 0.457 | 4 | 0.2% |
| Other values (1249) | 1625 |
| Value | Count | Frequency (%) |
| 0.063 | 1 | |
| 0.07 | 1 | |
| 0.085 | 1 | |
| 0.086 | 1 | |
| 0.089 | 1 | |
| 0.099 | 1 | |
| 0.104 | 1 | |
| 0.112 | 2 | |
| 0.117 | 2 | |
| 0.121 | 1 |
| Value | Count | Frequency (%) |
| 59.8 | 1 | |
| 40.36 | 1 | |
| 31.13 | 1 | |
| 28.193 | 1 | |
| 26.76 | 1 | |
| 24.85 | 1 | |
| 23.47 | 1 | |
| 22.91 | 1 | |
| 22.51 | 1 | |
| 21 | 1 |
Interactions
Correlations
| CE | Cond_Seco | Cond_seco1 | Condición | F30 | ID_PROYECT | ID_TOTAL | Método_de | No_Consecu | OBJECTID | Observacio | SAL | STD_seco | Sal_seco | T_Seco | T_seco1 | Tipo_de_Ca | Tipo_de_Ni | Uso_del_Su | X | Y | pH_Humedo | pH_seco | sigsonia__ | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CE | 1.000 | 0.948 | -0.166 | 0.257 | 0.096 | -0.159 | -0.238 | 0.000 | -0.124 | -0.238 | 0.000 | 0.987 | 0.930 | 0.938 | 0.362 | -0.183 | 0.112 | 0.000 | 0.262 | 0.501 | 0.604 | -0.179 | 0.169 | -0.259 |
| Cond_Seco | 0.948 | 1.000 | -0.373 | 0.257 | 0.096 | -0.175 | -0.272 | 0.000 | -0.096 | -0.272 | 0.000 | 0.935 | 0.983 | 0.991 | 0.448 | -0.384 | 0.111 | 0.000 | 0.262 | 0.551 | 0.657 | -0.381 | 0.267 | -0.471 |
| Cond_seco1 | -0.166 | -0.373 | 1.000 | 0.071 | 0.188 | 0.046 | 0.089 | 0.000 | -0.091 | 0.089 | 0.000 | -0.158 | -0.373 | -0.372 | -0.422 | 0.997 | 0.135 | 0.064 | 0.000 | -0.215 | -0.251 | 0.997 | -0.420 | 0.867 |
| Condición | 0.257 | 0.257 | 0.071 | 1.000 | 0.204 | 0.056 | 0.140 | 0.071 | 0.000 | 0.131 | 0.000 | 0.291 | 0.256 | 0.291 | 0.000 | 0.162 | 0.140 | 0.113 | 0.274 | 0.193 | 0.163 | 0.142 | 0.000 | 0.000 |
| F30 | 0.096 | 0.096 | 0.188 | 0.204 | 1.000 | 0.155 | 0.587 | 0.358 | 0.137 | 0.569 | 0.356 | 0.092 | 0.103 | 0.094 | 0.267 | 0.352 | 0.372 | 0.355 | 0.464 | 0.439 | 0.462 | 0.318 | 0.294 | 0.320 |
| ID_PROYECT | -0.159 | -0.175 | 0.046 | 0.056 | 0.155 | 1.000 | -0.085 | 0.105 | 0.291 | -0.085 | 0.058 | -0.154 | -0.175 | -0.171 | -0.022 | 0.051 | 0.140 | 0.077 | 0.152 | -0.179 | -0.220 | 0.050 | -0.048 | 0.098 |
| ID_TOTAL | -0.238 | -0.272 | 0.089 | 0.140 | 0.587 | -0.085 | 1.000 | 0.362 | 0.112 | 1.000 | 0.134 | -0.241 | -0.271 | -0.277 | -0.467 | 0.100 | 0.273 | 0.324 | 0.411 | -0.187 | -0.337 | 0.098 | -0.273 | 0.234 |
| Método_de | 0.000 | 0.000 | 0.000 | 0.071 | 0.358 | 0.105 | 0.362 | 1.000 | 0.051 | 0.364 | 0.151 | 0.000 | 0.000 | 0.000 | 0.148 | 0.124 | 0.364 | 0.871 | 0.344 | 0.251 | 0.236 | 0.153 | 0.196 | 0.000 |
| No_Consecu | -0.124 | -0.096 | -0.091 | 0.000 | 0.137 | 0.291 | 0.112 | 0.051 | 1.000 | 0.112 | 0.100 | -0.121 | -0.093 | -0.095 | 0.062 | -0.087 | 0.059 | 0.060 | 0.072 | -0.096 | -0.102 | -0.088 | 0.049 | -0.046 |
| OBJECTID | -0.238 | -0.272 | 0.089 | 0.131 | 0.569 | -0.085 | 1.000 | 0.364 | 0.112 | 1.000 | 0.136 | -0.241 | -0.271 | -0.277 | -0.467 | 0.100 | 0.269 | 0.325 | 0.417 | -0.187 | -0.337 | 0.098 | -0.273 | 0.234 |
| Observacio | 0.000 | 0.000 | 0.000 | 0.000 | 0.356 | 0.058 | 0.134 | 0.151 | 0.100 | 0.136 | 1.000 | 0.000 | 0.000 | 0.000 | 0.078 | 0.071 | 0.184 | 0.276 | 0.169 | 0.070 | 0.113 | 0.000 | 0.000 | 0.567 |
| SAL | 0.987 | 0.935 | -0.158 | 0.291 | 0.092 | -0.154 | -0.241 | 0.000 | -0.121 | -0.241 | 0.000 | 1.000 | 0.930 | 0.944 | 0.360 | -0.175 | 0.101 | 0.000 | 0.278 | 0.510 | 0.607 | -0.170 | 0.160 | -0.250 |
| STD_seco | 0.930 | 0.983 | -0.373 | 0.256 | 0.103 | -0.175 | -0.271 | 0.000 | -0.093 | -0.271 | 0.000 | 0.930 | 1.000 | 0.987 | 0.441 | -0.384 | 0.114 | 0.000 | 0.250 | 0.551 | 0.657 | -0.381 | 0.263 | -0.471 |
| Sal_seco | 0.938 | 0.991 | -0.372 | 0.291 | 0.094 | -0.171 | -0.277 | 0.000 | -0.095 | -0.277 | 0.000 | 0.944 | 0.987 | 1.000 | 0.449 | -0.384 | 0.102 | 0.000 | 0.278 | 0.562 | 0.663 | -0.380 | 0.263 | -0.471 |
| T_Seco | 0.362 | 0.448 | -0.422 | 0.000 | 0.267 | -0.022 | -0.467 | 0.148 | 0.062 | -0.467 | 0.078 | 0.360 | 0.441 | 0.449 | 1.000 | -0.428 | 0.227 | 0.169 | 0.221 | 0.318 | 0.483 | -0.428 | 0.359 | -0.463 |
| T_seco1 | -0.183 | -0.384 | 0.997 | 0.162 | 0.352 | 0.051 | 0.100 | 0.124 | -0.087 | 0.100 | 0.071 | -0.175 | -0.384 | -0.384 | -0.428 | 1.000 | 0.184 | 0.163 | 0.224 | -0.229 | -0.264 | 0.996 | -0.427 | 0.885 |
| Tipo_de_Ca | 0.112 | 0.111 | 0.135 | 0.140 | 0.372 | 0.140 | 0.273 | 0.364 | 0.059 | 0.269 | 0.184 | 0.101 | 0.114 | 0.102 | 0.227 | 0.184 | 1.000 | 0.396 | 0.320 | 0.255 | 0.313 | 0.112 | 0.170 | 0.229 |
| Tipo_de_Ni | 0.000 | 0.000 | 0.064 | 0.113 | 0.355 | 0.077 | 0.324 | 0.871 | 0.060 | 0.325 | 0.276 | 0.000 | 0.000 | 0.000 | 0.169 | 0.163 | 0.396 | 1.000 | 0.408 | 0.245 | 0.211 | 0.185 | 0.191 | 0.000 |
| Uso_del_Su | 0.262 | 0.262 | 0.000 | 0.274 | 0.464 | 0.152 | 0.411 | 0.344 | 0.072 | 0.417 | 0.169 | 0.278 | 0.250 | 0.278 | 0.221 | 0.224 | 0.320 | 0.408 | 1.000 | 0.344 | 0.369 | 0.268 | 0.370 | 0.000 |
| X | 0.501 | 0.551 | -0.215 | 0.193 | 0.439 | -0.179 | -0.187 | 0.251 | -0.096 | -0.187 | 0.070 | 0.510 | 0.551 | 0.562 | 0.318 | -0.229 | 0.255 | 0.245 | 0.344 | 1.000 | 0.724 | -0.225 | 0.159 | -0.365 |
| Y | 0.604 | 0.657 | -0.251 | 0.163 | 0.462 | -0.220 | -0.337 | 0.236 | -0.102 | -0.337 | 0.113 | 0.607 | 0.657 | 0.663 | 0.483 | -0.264 | 0.313 | 0.211 | 0.369 | 0.724 | 1.000 | -0.260 | 0.405 | -0.394 |
| pH_Humedo | -0.179 | -0.381 | 0.997 | 0.142 | 0.318 | 0.050 | 0.098 | 0.153 | -0.088 | 0.098 | 0.000 | -0.170 | -0.381 | -0.380 | -0.428 | 0.996 | 0.112 | 0.185 | 0.268 | -0.225 | -0.260 | 1.000 | -0.423 | 0.880 |
| pH_seco | 0.169 | 0.267 | -0.420 | 0.000 | 0.294 | -0.048 | -0.273 | 0.196 | 0.049 | -0.273 | 0.000 | 0.160 | 0.263 | 0.263 | 0.359 | -0.427 | 0.170 | 0.191 | 0.370 | 0.159 | 0.405 | -0.423 | 1.000 | -0.470 |
| sigsonia__ | -0.259 | -0.471 | 0.867 | 0.000 | 0.320 | 0.098 | 0.234 | 0.000 | -0.046 | 0.234 | 0.567 | -0.250 | -0.471 | -0.471 | -0.463 | 0.885 | 0.229 | 0.000 | 0.000 | -0.365 | -0.394 | 0.880 | -0.470 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| OBJECTID | ID_TOTAL | ID_PROYECT | Plancha | No_Consecu | Tipo_de_Ca | Sitio | Origen | X | Y | Uso_del_Su | Condición | Prof_Pozo | Tipo_de_Ni | Método_de | Prof_Seco | Prof_Húme | Observacio | pH_seco | Cond_Seco | T_Seco | STD_seco | Sal_seco | sigsonia__ | pH_Humedo | Cond_seco1 | T_seco1 | STD_Seco1 | Sal_seco_1 | sigsonia_1 | F30 | CE | SAL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 1 | 1 | Pozo | Siapana | Central | 1299675.970 | 1827467.800 | 7.50 | 3060.0 | 31.2 | 1500.735655 | 1.68300 | 0.0 | 0.00 | 0.0 | 0.0 | 3060.0 | 1.6830 | |||||||||||||
| 1 | 2 | 2 | 2 | 2 | Aljibe | Iruapaa | Central | 1299085.737 | 1828796.878 | 7.12 | 1585.0 | 31.4 | 777.341834 | 0.87175 | 0.0 | 7.14 | 1620.0 | 30.3 | 1585.0 | 0.8718 | |||||||||||||
| 2 | 3 | 3 | 3 | 3 | Aljibe | Kashinas | Central | 1298371.675 | 1829001.292 | 7.07 | 995.0 | 32.7 | 487.984306 | 0.54725 | 0.0 | 7.39 | 917.0 | 28.8 | 995.0 | 0.5473 | |||||||||||||
| 3 | 4 | 4 | 4 | 4 | Aljibe | Polujalii | Central | 1298003.653 | 1829238.533 | 7.37 | 1339.0 | 33.3 | 656.694458 | 0.73645 | 0.0 | 7.42 | 1394.0 | 30.1 | 1339.0 | 0.7365 | |||||||||||||
| 4 | 5 | 5 | 5 | 5 | Pozo | Siapana | Central | 1299536.070 | 1826712.393 | 7.69 | 1553.0 | 0.0 | 761.647867 | 0.85415 | 0.0 | 7.64 | 1611.0 | 34.4 | 1553.0 | 0.8541 | |||||||||||||
| 5 | 6 | 6 | 6 | 1 | Manantial | Witpa | Central | 1289335.054 | 1822647.460 | 7.29 | 3110.0 | 30.1 | 1525.257479 | 1.71050 | 0.0 | 7.47 | 3100.0 | 30.7 | 3110.0 | 1.7105 | |||||||||||||
| 6 | 7 | 7 | 7 | 1 | Aljibe | Yoil-Chorro | Central | 1283846.215 | 1805206.624 | 6.75 | 2417.0 | 31.6 | 1185.384993 | 1.32935 | 0.0 | 0.00 | 0.0 | 0.0 | 2417.0 | 1.3294 | |||||||||||||
| 7 | 8 | 8 | 8 | 2 | Aljibe | Cementerio Flor de La Guajira | Central | 1292863.700 | 1800658.661 | 7.92 | 8690.0 | 31.6 | 4261.893085 | 4.77950 | 0.0 | 0.00 | 0.0 | 0.0 | 8690.0 | 4.7795 | |||||||||||||
| 8 | 9 | 9 | 9 | 1 | Aljibe | Epeyili | Central | 1293911.401 | 1833578.534 | 6.85 | 1205.0 | 30.6 | 590.975969 | 0.66275 | 0.0 | 7.15 | 1350.0 | 30.6 | 1205.0 | 0.6627 | |||||||||||||
| 9 | 11 | 11 | 11 | 3 | Manantial | Uchima | Central | 1293490.760 | 1834412.838 | 8.09 | 1429.0 | 29.7 | 700.833742 | 0.78595 | 0.0 | 7.99 | 1878.0 | 28.0 | 1429.0 | 0.7860 |
| OBJECTID | ID_TOTAL | ID_PROYECT | Plancha | No_Consecu | Tipo_de_Ca | Sitio | Origen | X | Y | Uso_del_Su | Condición | Prof_Pozo | Tipo_de_Ni | Método_de | Prof_Seco | Prof_Húme | Observacio | pH_seco | Cond_Seco | T_Seco | STD_seco | Sal_seco | sigsonia__ | pH_Humedo | Cond_seco1 | T_seco1 | STD_Seco1 | Sal_seco_1 | sigsonia_1 | F30 | CE | SAL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1663 | 1674 | 1800 | 1 | 28 | Manantial | Finca Las Marías | Central | 1119023.0 | 1657606.0 | Forestal | Productivo | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2959.0 | 7.29 | 337.9 | 26.7 | 166,1 | 0,213 | Diego Ruiz | 337.9 | 0.213 | ||||||||
| 1664 | 1675 | 1801 | 2 | 29 | Manantial | Central | 1117405.0 | 1657727.0 | Forestal | Productivo | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2084.0 | 6.91 | 479.8 | 26.7 | 235,6 | 0,282 | Diego Ruiz | 479.8 | 0.282 | |||||||||
| 1665 | 1676 | 1802 | 3 | 30 | Pozo | Central | 1117152.0 | 1657560.0 | Ganaderia | Reserva | 250 | Estático | Sonda Eléctrica | 11,83 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 952.6 | 7.12 | 1050.0 | 28.6 | 514,4 | 0,57 | Diego Ruiz | 1050.0 | 0.570 | |||||
| 1666 | 1677 | 1803 | 4 | 31 | Manantial | Fca Ls Combas | Central | 1117068.0 | 1650340.0 | Forestal | Productivo | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 835.5 | 7.35 | 196.0 | 23.1 | 586,7 | 0,643 | Diego Ruiz | 196.0 | 0.643 | ||||||||
| 1667 | 1678 | 1804 | 5 | 2 | Manantial | Central | 1114278.0 | 1647612.0 | Forestal | Productivo | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2579.0 | 7.26 | 387.7 | 25.7 | 190,5 | 0,237 | Diego Ruiz | 387.7 | 0.237 | |||||||||
| 1668 | 1679 | 1805 | 6 | 3 | Aljibe | Maximina | Central | 1112794.0 | 1649442.0 | Forestal | Reserva | Estático | Sonda Eléctrica | 4,08 | Nivel de referencia, a topo de los anillos | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 640.8 | 7.15 | 1561.0 | 26.0 | 768,2 | 0,835 | Diego Ruiz | 1561.0 | 0.835 | ||||
| 1669 | 1680 | 1806 | 7 | 32 | Manantial | Arroyo Hondo | Central | 1118157.0 | 1656141.0 | Forestal | Productivo | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3445.0 | 7.38 | 290.3 | 26.9 | 142,8 | 0,19 | Diego Ruiz | 290.3 | 0.190 | ||||||||
| 1670 | 1681 | 1807 | 8 | 10 | Manantial | El Manantial | Central | 1127604.0 | 1669373.0 | Forestal | Productivo | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1960.0 | 6.99 | 510.2 | 27.0 | 250,5 | 0,297 | Diego Ruiz | 510.2 | 0.297 | ||||||||
| 1671 | 1682 | 1808 | 9 | 11 | Pozo | Fca La fortuna | Central | 1125437.0 | 1669834.0 | Agricultura | 85 | Estático | Sonda Eléctrica | 18,03 | No posee tubería de Niveles | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1524.0 | 6.91 | 656.2 | 32.5 | 322,1 | 0,371 | Diego Ruiz | 656.2 | 0.371 | ||||
| 1672 | 1683 | 1809 | 11 | 18 | Pozo | Comunidad Zahino | Central | 1138629.0 | 1713505.0 | Forestal | Productivo | 84 | Pozo encendido a las 8 a.m. Se bajó la sonda hasta los 60 m de prof y no se encontró nivel | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1361.0 | 6.99 | 734.6 | 30.2 | 360,5 | 0,409 | Diego Ruiz | 734.6 | 0.409 |